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PyTorch Tutorial for Deep Learning Researchers
OpenMMLab Detection Toolbox and Benchmark
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
Pytorch implementation of convolutional neural network visualization techniques
Count the MACs / FLOPs of your PyTorch model.
3D ResNets for Action Recognition (CVPR 2018)
A Simple and Versatile Framework for Object Detection and Instance Recognition
Papers and Datasets about Point Cloud.
Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.
Pytorch implementation of various Knowledge Distillation (KD) methods.
A project demonstrating Lidar related AI solutions, including three GPU accelerated Lidar/camera DL networks (PointPillars, CenterPoint, BEVFusion) and the related libs (cuPCL, 3D SparseConvolution…
[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang
Make Ranger running in a floating window to communicate with Neovim via RPC
Code for a series of work in LiDAR perception, including SST (CVPR 22), FSD (NeurIPS 22), FSD++ (TPAMI 23), FSDv2, and CTRL (ICCV 23, oral).
SE-SSD: Self-Ensembling Single-Stage Object Detector From Point Cloud, CVPR 2021.
A scientific and useful toolbox, which contains practical and effective long-tail related tricks with extensive experimental results
A project demonstrating how to use CUDA-PointPillars to deal with cloud points data from lidar.
🔥🔥🔥🔥🔥🔥Docker NVIDIA Docker2 YOLOV5 YOLOX YOLO Deepsort TensorRT ROS Deepstream Jetson Nano TX2 NX for High-performance deployment(高性能部署)
[CVPR2023] Official Implementation of "DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets"
[BMVC 2018] iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection
[ICCVW-2021] SA-Det3D: Self-attention based Context-Aware 3D Object Detection
HEDNet (NeurIPS 2023) & SAFDNet (CVPR 2024 Oral)
Official code for "Detecting Human-Object Interactions with Action Co-occurrence Priors
对图片进行精细分割，a pytorch implemenation for Deep Image Matting paper